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rPICARD: A CASA-based calibration pipeline for VLBI data

机译: rPICARD :基于CASA的VLBI数据校准管道

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Context. The Common Astronomy Software Application (CASA) software suite, which is a state-of-the-art package for radio astronomy, can now reduce very long baseline interferometry (VLBI) data with the recent addition of a fringe fitter. Aims. Here, we present the Radboud PIpeline for the Calibration of high Angular Resolution Data ( rPICARD ), which is an open-source VLBI calibration and imaging pipeline built on top of the CASA framework. The pipeline is capable of reducing data from different VLBI arrays. It can be run non-interactively after only a few non-default input parameters are set and delivers high-quality calibrated data. CPU scalability based on a message-passing interface (MPI) implementation ensures that large bandwidth data from future arrays can be processed within reasonable computing times. Methods. Phase calibration is done with a Schwab–Cotton fringe fit algorithm. For the calibration of residual atmospheric effects, optimal solution intervals are determined based on the signal-to-noise ratio (S/N) of the data for each scan. Different solution intervals can be set for different antennas in the same scan to increase the number of detections in the low S/N regime. These novel techniques allow rPICARD to calibrate data from different arrays, including high-frequency and low-sensitivity arrays. The amplitude calibration is based on standard telescope metadata, and a robust algorithm can solve for atmospheric opacity attenuation in the high-frequency regime. Standard CASA tasks are used for CLEAN imaging and self-calibration. Results. In this work we demonstrate the capabilities of rPICARD by calibrating and imaging 7 mm Very Long Baseline Array (VLBA) data of the central radio source in the M 87 galaxy. The reconstructed jet image reveals a complex collimation profile and edge-brightened structure, in accordance with previous results. A potential counter-jet is detected that has 10% of the brightness of the approaching jet. This constrains jet speeds close to the radio core to about half the speed of light for small inclination angles.
机译:上下文。通用天文软件应用程序(CASA)软件套件是射电天文学的最新软件包,现在可以通过添加条纹钳工来减少很长的基线干涉测量(VLBI)数据。目的在这里,我们介绍用于校准高角度分辨率数据(rPICARD)的Radboud PIpeline,它是建立在CASA框架之上的开源VLBI校准和成像管道。流水线能够减少来自不同VLBI阵列的数据。仅设置了几个非默认输入参数并提供高质量的校准数据后,它可以非交互方式运行。基于消息传递接口(MPI)实现的CPU可伸缩性确保了可以在合理的计算时间内处理来自未来阵列的大带宽数据。方法。相位校准通过Schwab-Cotton条纹拟合算法完成。为了校准残留的大气影响,将根据每次扫描的数据信噪比(S / N)确定最佳解决方案间隔。可以在同一扫描中为不同的天线设置不同的解决方案间隔,以增加低信噪比状态下的检测次数。这些新颖的技术使rPICARD可以校准来自不同阵列(包括高频和低灵敏度阵列)的数据。振幅校准基于标准望远镜的元数据,并且鲁棒的算法可以解决高频状态下的大气不透明度衰减问题。标准CASA任务用于CLEAN成像和自校准。结果。在这项工作中,我们通过对M 87星系中央无线电源的7毫米甚长基线阵列(VLBA)数据进行校准和成像,证明了rPICARD的功能。根据先前的结果,重建的喷射图像显示出复杂的准直轮廓和边缘变亮的结构。检测到潜在的反向射流具有接近的射流亮度的10%。对于小倾角,这会将接近无线电核心的射流速度限制为光速的一半左右。

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